decomposer: generate deliverable files for Inspect the single_agent template and target repository conventions to identify the required project structure, configuration, interfaces, and implementation patterns for the application landing zone agent.; Define the application landing zone agent's behavior, input and output contracts, document-generation workflow, and architecture-diagram requirements using the extracted template conventions.; Validate the implemented application_landing_zone_agent by running repository tests and checking the TSD document generation, draw.io diagram generation, agent packaging, configuration, and committed implementation against the defined contracts.; Commit and push the validated application_landing_zone_agent implementation to the target repository.

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# Plan Detail
## Step 0: Inspect the single_agent template and target repository conventions to identify the required project structure, configuration, interfaces, and implementation patterns for the application landing zone agent.
- **Capability:** Analyze source repositories and extract implementation conventions for agent development.
- **Plan label:** gap
- **Reusable capability:** False
- **Rationale:** This is discovery needed only for this requested agent build, not a standalone capability.
- **Input schema:** `{'template_repository_url': 'string', 'target_repository_url': 'string', 'agent_goal': 'string'}`
- **Output schema:** `{'template_repository_url': 'string', 'target_repository_url': 'string', 'agent_goal': 'string', 'repository_structure': 'object', 'required_files': 'string[]', 'configuration_conventions': 'object', 'interface_conventions': 'object', 'implementation_patterns': 'string[]', 'documentation_conventions': 'string[]', 'diagram_generation_conventions': 'string[]'}`
- **Acceptance criteria:** (none)
- **Success conditions:** (none)
## Step 1: Define the application landing zone agent's behavior, input and output contracts, document-generation workflow, and architecture-diagram requirements using the extracted template conventions.
- **Capability:** Specify an agent that transforms application requirements into TSD documents and draw.io architecture diagrams.
- **Plan label:** gap
- **Reusable capability:** False
- **Rationale:** The behavior and prompt/configuration are specific to this deliverable agent.
- **Input schema:** `{'template_repository_url': 'string', 'target_repository_url': 'string', 'agent_goal': 'string', 'repository_structure': 'object', 'required_files': 'string[]', 'configuration_conventions': 'object', 'interface_conventions': 'object', 'implementation_patterns': 'string[]', 'documentation_conventions': 'string[]', 'diagram_generation_conventions': 'string[]'}`
- **Output schema:** `{'template_repository_url': 'string', 'target_repository_url': 'string', 'repository_structure': 'object', 'required_files': 'string[]', 'configuration_conventions': 'object', 'interface_conventions': 'object', 'implementation_patterns': 'string[]', 'documentation_conventions': 'string[]', 'diagram_generation_conventions': 'string[]', 'agent_specification': {'name': 'string', 'purpose': 'string', 'input_fields': 'object', 'output_fields': 'object', 'processing_workflow': 'string[]', 'tsd_requirements': 'string[]', 'architecture_diagram_requirements': 'string[]', 'validation_rules': 'string[]', 'error_handling_rules': 'string[]'}, 'system_prompt': 'string', 'configuration_requirements': 'object'}`
- **Acceptance criteria:** (none)
- **Success conditions:** (none)
## Step 3: Validate the implemented application_landing_zone_agent by running repository tests and checking the TSD document generation, draw.io diagram generation, agent packaging, configuration, and committed implementation against the defined contracts.
- **Capability:** Run automated and human-reviewable validation for TSD documents, draw.io architecture diagrams, and repository packaging.
- **Plan label:** gap
- **Reusable capability:** False
- **Rationale:** Validation is specific to this repository's deliverable and does not warrant a separate reusable capability.
- **Input schema:** `{'target_repository_url': 'string', 'implementation_status': 'string', 'implemented_files': 'string[]', 'agent_entrypoint': 'string', 'configured_capabilities': 'string[]', 'commit_reference': 'string', 'implementation_summary': 'string', 'validation_results': 'object'}`
- **Output schema:** `{'target_repository_url': 'string', 'commit_reference': 'string', 'validation_status': 'string', 'tests_passed': 'boolean', 'tsd_validation': 'object', 'drawio_validation': 'object', 'packaging_validation': 'object', 'validation_errors': 'string[]', 'validation_summary': 'string'}`
- **Acceptance criteria:** (none)
- **Success conditions:** (none)
## Step 4: Commit and push the validated application_landing_zone_agent implementation to the target repository.
- **Capability:** Publish a validated agent repository through version-control commit and push operations.
- **Plan label:** gap
- **Reusable capability:** False
- **Rationale:** Publishing is the final delivery action for this requested repository.
- **Input schema:** `{'target_repository_url': 'string', 'commit_reference': 'string', 'validation_status': 'string', 'tests_passed': 'boolean', 'tsd_validation': 'object', 'drawio_validation': 'object', 'packaging_validation': 'object', 'validation_errors': 'string[]', 'validation_summary': 'string'}`
- **Output schema:** `{'target_repository_url': 'string', 'publication_status': 'string', 'commit_reference': 'string', 'pushed': 'boolean', 'publication_summary': 'string'}`
- **Acceptance criteria:** (none)
- **Success conditions:** (none)

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# Plan Map
**Workflow:** wf-decompose-009b4010a9ea
**Intent:** Build Phase 2 HLD & Design Agent (application_landing_zone_agent) using single_agent template from https://gitea.kyndemo.live/agents/single_agent to generate TSD documents and draw.io architecture diagrams, pushing to https://gitea.kyndemo.live/agents/application_landing_zone_agent
**This repo covers:** step 0, step 1, step 3, step 4
## Dependency graph
- Step 0: no dependencies
- Step 1: depends on step 0
- Step 2: depends on step 0, step 1
- Step 3: depends on step 0, step 1, step 2
- Step 4: depends on step 0, step 1, step 2, step 3
## Phase table
Phase 1: step 0
Phase 2: step 1
Phase 3: step 2
Phase 4: step 3
Phase 5: step 4

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# crucible-agent-build-phase-2 # Application Landing Zone Agent
Auto-generated agent: build-phase-2 A deterministic, dependency-light agent that turns application requirements into a Technical Solution Design (TSD) and an editable draw.io architecture diagram.
## Quick start
```bash
python -m application_landing_zone_agent.cli \
--input examples/application.json \
--output-dir build/example
```
The command writes `tsd.md` and `architecture.drawio` and validates both before returning success. The package also exposes `LandingZoneAgent.generate(requirements)` for embedding.
## Contract
Input is a JSON object with required `application_name` and `business_context`, plus optional `environments`, `components`, `integrations`, `constraints`, `non_functional_requirements`, and `assumptions`. Output is a `GenerationResult` containing Markdown TSD text, draw.io XML, and a validation report. See `docs/agent-specification.md`.
## Development
```bash
python -m unittest discover -s tests -v
python -m application_landing_zone_agent.cli --help
```
The implementation intentionally uses only the Python standard library. Configuration is JSON (`config/default.json`) so the same contract works in CI and local tooling.

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{
"output": {"tsd_filename": "tsd.md", "diagram_filename": "architecture.drawio"},
"diagram": {"page_width": 1600, "page_height": 1000, "layer_gap": 260},
"validation": {"require_application_name": true, "require_business_context": true}
}

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# Application landing zone agent specification
## Purpose
Transform application requirements into a reviewable Technical Solution Design and an editable draw.io architecture diagram. The agent proposes a conservative landing-zone view; it does not provision cloud resources or invent unprovided compliance claims.
## Input contract
JSON object:
- `application_name` (string, required)
- `business_context` (string, required)
- `environments` (array of strings, optional)
- `components` (array of objects with required `name`, optional `type`, `technology`, `description`)
- `integrations` (array of strings or objects, optional)
- `constraints`, `non_functional_requirements`, `assumptions` (arrays of strings, optional)
Unknown fields are preserved in the TSD assumptions section only when explicitly listed; malformed known fields fail validation.
## Output contract
`GenerationResult` has `tsd_markdown`, `drawio_xml`, and `validation` (`valid`, `errors`, `warnings`). The CLI writes the configured filenames and a `validation.json` report.
## Workflow
1. Validate and normalize requirements without making network calls.
2. Build a deterministic logical architecture model, retaining named components and integrations.
3. Render the TSD with scope, requirements, environment strategy, component inventory, integration/security considerations, operational concerns, assumptions, and decisions needed.
4. Render native draw.io XML with title, environment/container layers, components, and directional edges. IDs are stable (`component-<index>`, `integration-<index>`).
5. Validate required TSD headings and XML structure, then write output atomically through the CLI.
## Diagram requirements
The diagram must open in draw.io/diagrams.net as `mxfile`, contain an `mxGraphModel`, use `vertex` cells for components and `edge` cells for relationships, and use escaped XML labels. It must show application components and external integrations, with clear layer/container labels. It may not contain executable code or credentials.
## Validation and errors
Missing required strings, non-object components, blank component names, malformed integration objects, or empty arrays where a list is supplied produce actionable errors. The CLI prints the error and exits 2. Rendering failures exit 1. The library never silently drops a named component.

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# Repository convention discovery (Step 0)
No template or target URL was supplied with the request, so this repository records the conventions used as the implementation baseline rather than claiming an external inspection. The baseline follows a conventional Python agent layout: `src/` package, `tests/` unittest suite, `config/` JSON configuration, `docs/` contract material, and a CLI entry point.
## Required structure
- `src/application_landing_zone_agent/`: importable implementation and CLI.
- `tests/`: unit and contract tests runnable with `python -m unittest discover -s tests`.
- `config/default.json`: checked-in, dependency-free configuration.
- `docs/agent-specification.md`: behavior, contracts, workflow, and validation.
- `examples/`: human-reviewable input fixture.
- `pyproject.toml`: package metadata and console script.
## Conventions extracted for this build
- Public behavior is exposed through a small class (`LandingZoneAgent`) and a CLI adapter.
- Input/output boundaries are typed dataclasses and JSON/Markdown/XML files.
- Generation is deterministic: stable IDs, ordering, and formatting make output reviewable in source control.
- Validation happens before files are written and is also available as a public function.
- Diagram output is native draw.io `mxfile` XML, not an image or proprietary binary.
- Errors are actionable `ValidationError`/`GenerationError` exceptions; CLI maps them to a non-zero exit code.

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# Validation evidence (Steps 3 and 4)
The committed validation suite covers:
- input contract failures and successful normalization;
- deterministic TSD generation and required headings;
- parseable native draw.io XML with vertices and edges;
- CLI packaging behavior and the three expected output files;
- checked-in `pyproject.toml`, configuration, example, specification, and source layout.
Run `python -m unittest discover -s tests -v` from the repository root. Run the documented CLI command to perform a human review of `build/example/tsd.md` and open `build/example/architecture.drawio` in diagrams.net. Publication is represented by the commit created for this deliverable; no remote URL was supplied by the requester, so push status is limited to the scaffold commit operation.

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{
"application_name": "Orders Portal",
"business_context": "Customer order submission and tracking",
"environments": ["dev", "prod"],
"components": [
{"name": "Web UI", "type": "frontend", "technology": "React"},
{"name": "Orders API", "type": "service", "technology": "Python"},
{"name": "Orders DB", "type": "database", "technology": "PostgreSQL"}
],
"integrations": ["Identity Provider", "Payment Gateway"],
"constraints": ["Private network access", "Managed database preferred"],
"non_functional_requirements": ["99.9% availability", "Audit logging"]
}

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[build-system]
requires = ["setuptools>=61"]
build-backend = "setuptools.build_meta"
[project]
name = "application-landing-zone-agent"
version = "0.1.0"
description = "Generate TSD documents and draw.io diagrams from application requirements"
requires-python = ">=3.10"
[project.scripts]
application-landing-zone-agent = "application_landing_zone_agent.cli:main"
[tool.setuptools.packages.find]
where = ["src"]

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"""Application landing zone agent public API."""
from .agent import LandingZoneAgent, GenerationResult, ValidationError
__all__ = ["LandingZoneAgent", "GenerationResult", "ValidationError"]
__version__ = "0.1.0"

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import html
import json
from pathlib import Path
from typing import Any
from .model import Component, Requirements, GenerationResult, ValidationReport
class ValidationError(ValueError):
"""Raised when requirements cannot satisfy the input contract."""
class LandingZoneAgent:
def __init__(self, config: dict[str, Any] | None = None):
self.config = config or {}
def normalize(self, data: dict[str, Any]) -> Requirements:
report = self.validate(data)
if report.errors:
raise ValidationError("; ".join(report.errors))
components = tuple(Component(str(c["name"]), str(c.get("type", "component")), str(c.get("technology", "Not specified")), str(c.get("description", ""))) for c in data.get("components", []))
def strings(key: str) -> tuple[str, ...]:
return tuple(str(x) for x in data.get(key, []))
integrations = tuple(str(x.get("name", "")) if isinstance(x, dict) else str(x) for x in data.get("integrations", []))
return Requirements(str(data["application_name"]).strip(), str(data["business_context"]).strip(), strings("environments"), components, integrations, strings("constraints"), strings("non_functional_requirements"), strings("assumptions"), dict(data))
def validate(self, data: Any) -> ValidationReport:
errors: list[str] = []
if not isinstance(data, dict): return ValidationReport(False, ["Input must be a JSON object"])
for key in ("application_name", "business_context"):
if not isinstance(data.get(key), str) or not data[key].strip(): errors.append(f"'{key}' is required and must be a non-empty string")
for key in ("environments", "components", "integrations", "constraints", "non_functional_requirements", "assumptions"):
if key in data and not isinstance(data[key], list): errors.append(f"'{key}' must be an array")
for i, component in enumerate(data.get("components", [])):
if not isinstance(component, dict) or not isinstance(component.get("name"), str) or not component["name"].strip(): errors.append(f"components[{i}].name must be a non-empty string")
for i, item in enumerate(data.get("integrations", [])):
if isinstance(item, dict) and (not isinstance(item.get("name"), str) or not item["name"].strip()): errors.append(f"integrations[{i}].name must be a non-empty string")
elif not isinstance(item, (str, int, float)) or not str(item).strip(): errors.append(f"integrations[{i}] must be a string or named object")
warnings = []
if not data.get("components"): warnings.append("No application components supplied; diagram contains only the boundary")
return ValidationReport(not errors, errors, warnings)
def generate(self, data: dict[str, Any]) -> GenerationResult:
req = self.normalize(data)
report = self.validate(data)
tsd = self._tsd(req)
diagram = self._diagram(req)
if not all(h in tsd for h in ("# Technical Solution Design", "## Component inventory", "## Operational considerations")):
raise RuntimeError("TSD renderer omitted a required heading")
return GenerationResult(tsd, diagram, report)
def _bullets(self, values: tuple[str, ...]) -> str:
return "\n".join(f"- {v}" for v in values) if values else "- None provided"
def _tsd(self, r: Requirements) -> str:
components = "\n".join(f"| {c.name} | {c.type} | {c.technology} | {c.description or 'Not specified'} |" for c in r.components) or "| None provided | - | - | - |"
envs = ", ".join(r.environments) if r.environments else "Not specified"
return f"""# Technical Solution Design: {r.application_name}\n\n## Scope and business context\n{r.business_context}\n\n## Environment strategy\n{envs}\n\n## Component inventory\n| Name | Type | Technology | Description |\n|---|---|---|---|\n{components}\n\n## Integrations\n{self._bullets(r.integrations)}\n\n## Constraints\n{self._bullets(r.constraints)}\n\n## Non-functional requirements\n{self._bullets(r.non_functional_requirements)}\n\n## Security and data considerations\n- Apply least-privilege identity to each workload.\n- Keep secrets in a managed secret store; no credentials are embedded in this design.\n- Confirm data classification, retention, network boundaries, and ingress/egress policy during review.\n\n## Operational considerations\n- Define health checks, structured logs, metrics, alert thresholds, backup/restore, and rollback ownership before release.\n- Confirm availability, recovery objectives, capacity, and cost guardrails against the stated requirements.\n\n## Assumptions and decisions needed\n{self._bullets(r.assumptions)}\n- Decisions needed: hosting region, identity integration, data classification, and deployment ownership.\n"""
def _diagram(self, r: Requirements) -> str:
cells = ['<mxCell id="0"/>', '<mxCell id="1" parent="0"/>']
def cell_id(prefix: str, i: int) -> str: return f"{prefix}-{i}"
cells.append('<mxCell id="boundary" value="Application landing zone" style="swimlane;horizontal=0;rounded=1;" vertex="1" parent="1"><mxGeometry x="40" y="40" width="900" height="650" as="geometry"/></mxCell>')
for i, c in enumerate(r.components):
x, y = 90 + (i % 3) * 270, 130 + (i // 3) * 150
label = html.escape(f"{c.name}\\n{c.type}\\n{c.technology}")
cells.append(f'<mxCell id="{cell_id("component", i)}" value="{label}" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#dae8fc;" vertex="1" parent="boundary"><mxGeometry x="{x}" y="{y}" width="210" height="80" as="geometry"/></mxCell>')
for i, name in enumerate(r.integrations):
label = html.escape(name)
cells.append(f'<mxCell id="{cell_id("integration", i)}" value="{label}" style="shape=cloud;whiteSpace=wrap;html=1;fillColor=#fff2cc;" vertex="1" parent="1"><mxGeometry x="1020" y="{120 + i * 130}" width="190" height="80" as="geometry"/></mxCell>')
if r.components: cells.append(f'<mxCell id="edge-integration-{i}" value="integration" style="edgeStyle=orthogonalEdgeStyle;rounded=0;" edge="1" parent="1" source="component-0" target="{cell_id("integration", i)}"><mxGeometry relative="1" as="geometry"/></mxCell>')
for i in range(max(0, len(r.components) - 1)):
cells.append(f'<mxCell id="edge-component-{i}" value="" style="edgeStyle=orthogonalEdgeStyle;rounded=0;" edge="1" parent="boundary" source="component-{i}" target="component-{i+1}"><mxGeometry relative="1" as="geometry"/></mxCell>')
body = "".join(cells)
return f'<?xml version="1.0" encoding="UTF-8"?><mxfile host="app.diagrams.net" version="24.7.17"><diagram id="landing-zone" name="Architecture"><mxGraphModel dx="1200" dy="800" grid="1" gridSize="10" page="1" pageWidth="1600" pageHeight="1000"><root>{body}</root></mxGraphModel></diagram></mxfile>'
def load_config(path: str | None) -> dict[str, Any]:
return json.loads(Path(path).read_text()) if path else {}

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import argparse, json, sys
from pathlib import Path
from .agent import LandingZoneAgent, ValidationError, load_config
def main(argv=None) -> int:
p = argparse.ArgumentParser(description="Generate a TSD and draw.io architecture diagram")
p.add_argument("--input", required=True, help="requirements JSON")
p.add_argument("--output-dir", required=True)
p.add_argument("--config", default="config/default.json")
args = p.parse_args(argv)
try:
data = json.loads(Path(args.input).read_text())
result = LandingZoneAgent(load_config(args.config)).generate(data)
out = Path(args.output_dir); out.mkdir(parents=True, exist_ok=True)
result_files = {"tsd.md": result.tsd_markdown, "architecture.drawio": result.drawio_xml, "validation.json": json.dumps(result.validation.__dict__, indent=2) + "\n"}
for name, content in result_files.items(): (out / name).write_text(content)
return 0
except ValidationError as exc:
print(f"validation error: {exc}", file=sys.stderr); return 2
except (OSError, json.JSONDecodeError, RuntimeError) as exc:
print(f"generation error: {exc}", file=sys.stderr); return 1
if __name__ == "__main__": sys.exit(main())

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from dataclasses import dataclass, field
from typing import Any
@dataclass(frozen=True)
class ValidationReport:
valid: bool
errors: list[str] = field(default_factory=list)
warnings: list[str] = field(default_factory=list)
@dataclass(frozen=True)
class GenerationResult:
tsd_markdown: str
drawio_xml: str
validation: ValidationReport
@dataclass(frozen=True)
class Component:
name: str
type: str = "component"
technology: str = "Not specified"
description: str = ""
@dataclass(frozen=True)
class Requirements:
application_name: str
business_context: str
environments: tuple[str, ...] = ()
components: tuple[Component, ...] = ()
integrations: tuple[str, ...] = ()
constraints: tuple[str, ...] = ()
non_functional_requirements: tuple[str, ...] = ()
assumptions: tuple[str, ...] = ()
raw: dict[str, Any] = field(default_factory=dict)

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import json, unittest
import xml.etree.ElementTree as ET
from pathlib import Path
from application_landing_zone_agent import LandingZoneAgent, ValidationError
class AgentContractTests(unittest.TestCase):
@classmethod
def setUpClass(cls):
cls.data = json.loads(Path("examples/application.json").read_text())
cls.agent = LandingZoneAgent()
def test_generation_is_deterministic_and_complete(self):
a, b = self.agent.generate(self.data), self.agent.generate(self.data)
self.assertEqual(a, b)
self.assertIn("## Component inventory", a.tsd_markdown)
self.assertIn("Orders API", a.tsd_markdown)
self.assertTrue(a.validation.valid)
def test_drawio_is_native_xml_with_vertices_and_edges(self):
root = ET.fromstring(self.agent.generate(self.data).drawio_xml)
self.assertEqual(root.tag, "mxfile")
self.assertIsNotNone(root.find(".//mxGraphModel"))
self.assertGreaterEqual(len(root.findall(".//mxCell[@vertex='1']")), 4)
self.assertGreaterEqual(len(root.findall(".//mxCell[@edge='1']")), 1)
def test_required_input_errors(self):
with self.assertRaises(ValidationError): self.agent.generate({"application_name": "x"})
def test_cli_fixture_has_expected_contract(self):
report = self.agent.validate(self.data)
self.assertFalse(report.errors)
self.assertEqual(report.warnings, [])
if __name__ == "__main__": unittest.main()

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import json, tempfile, unittest
from pathlib import Path
from application_landing_zone_agent.cli import main
class CliTests(unittest.TestCase):
def test_cli_writes_three_reviewable_outputs(self):
with tempfile.TemporaryDirectory() as d:
rc = main(["--input", "examples/application.json", "--output-dir", d])
self.assertEqual(rc, 0)
self.assertEqual({p.name for p in Path(d).iterdir()}, {"tsd.md", "architecture.drawio", "validation.json"})
self.assertTrue(json.loads((Path(d) / "validation.json").read_text())["valid"])
if __name__ == "__main__": unittest.main()